Papers
14,212 papers found
Active Multi-source Domain Adaptation for Multimodal Fake News Detection
Yanping Chen, Weijie Shi, Mengze Li et al.
SchellingFormer: Laplacian Matrix-guided Geometric Transformer for Robust Schelling Point Detection
Yihao Chen, Haobo Jiang, Liang Yu et al.
Detecting Unobserved Confounders: A Kernelized Regression Approach
Yikai Chen, Yunxin Mao, Chunyuan Zheng et al.
Behavior Tokens Speak Louder: Disentangled Explainable Recommendation with Behavior Vocabulary
Xinshun Feng, Mingzhe Liu, Yi Qiao et al.
Learning Whom to Align With: Progressive Anomaly Combination Detection for Partially View-Aligned Clustering
Hang Gao, Zuosong Cai, Yuze Li et al.
SDE-HARL: Scalable Distributed Policy Execution for Heterogeneous-Agent Reinforcement Learning
Toan D. Gian, Mohammad Abdi, Nathaniel D. Bastian et al.
Poisoning with a Pill: Circumventing Detection in Federated Learning
Hanxi Guo, Hao Wang, Tao Song et al.
Variance Reduction via Resampling and Experience Replay
Jiale Han, Xiaowu Dai, Yuhua Zhu
Harnessing Vision-Language Models for Time Series Anomaly Detection
Zelin He, Sarah Alnegheimish, Matthew Reimherr
From Attribution to Action: Jointly ALIGNing Predictions and Explanations
Dongsheng Hong, Chao Chen, Yanhui Chen et al.
Graph Out-of-Distribution Detection via Test-Time Calibration with Dual Dynamic Dictionaries
Yue Hou, Ruomei Liu, Yingke Su et al.
Self-Interpretable Subgraph Neural Network with Deep Reinforcement Walk Exploration
Jianming Huang, Hiroyuki Kasai
Enhancing Chemical Explainability Through Counterfactual Masking
Łukasz Janisiów, Marek Kochańczyk, Bartosz Michał Zieliński et al.
Understanding and Enhancing Differentiable Architecture Search from Information Bottleneck Perspective
Haidong Kang, Lianbo Ma, Pengjun Chen et al.
Detecting the Future: All-at-Once Event Sequence Forecasting with Horizon Matching
Ivan Karpukhin, Andrey Savchenko
GLANCE: Global Actions in a Nutshell for Counterfactual Explainability
Loukas Kavouras, Eleni Psaroudaki, Konstantinos Tsopelas et al.
Robust Detection of Synthetic Tabular Data Under Schema Variability
G. Charbel N. Kindji, Elisa Fromont, Lina M. Rojas-Barahona et al.
Shedding the Facades, Connecting the Domains: Detecting Shifting Multimodal Hate Video with Test-Time Adaptation
Jiao Li, Jian Lang, Xikai Tang et al.
Distribution-Based Feature Attribution for Explaining the Predictions of Any Classifier
Xinpeng Li, Kai Ming Ting
Discrete-Guided Diffusion for Scalable and Safe Multi-Robot Motion Planning
Jinhao Liang, Sven Koenig, Ferdinando Fioretto
RSPlace: Rotation Sensing Macro Placement via Bidirectional Tree Expansion
Tianyi Liu, Yaxin Xu, Lin Geng et al.
Autonomous Concept Drift Threshold Determination
Pengqian Lu, Jie Lu, Anjin Liu et al.
LLM-Enhanced Energy Contrastive Learning for Out-of-Distribution Detection in Text-Attributed Graphs
Xiaoxu Ma, Dong Li, Minglai Shao et al.
Expandable and Differentiable Dual Memories with Orthogonal Regularization for Exemplar-free Continual Learning
Hyung-Jun Moon, Sung-Bae Cho
MoE^2: A Mixture-of-Mixtures of Experts for Ensemble-Free Domain Generalization
Ahmed Radwan, Mahmoud Soliman, Omar Abdelaziz et al.